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Rank rows by a numeric column

dataset_top

The highest (or lowest) rows of the RMMCompare dataset by a numeric column: "which is the most/least X".

Tool call template

Replace each placeholder with a value matching the input schema. Only required parameters are included; add optional parameters as needed.

{
  "id": 1,
  "jsonrpc": "2.0",
  "method": "tools/call",
  "params": {
    "arguments": {
      "column": "<column>"
    },
    "name": "dataset_top"
  }
}

Input Schema

NameRequiredDescriptionDefault
limitNo
columnYes
ascendingNotrue for the lowest first; default highest first

Schema Changelog

Changes observed during successful MCP inspections.

  1. First observed

TDQS

B3.2/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are supplied, so the description carries the full disclosure burden, and it says little beyond the ranking concept. It does not state that the operation is read-only, what the default limit is (the schema sets a 1-50 range but no default), what happens for ties, or what a returned row contains.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single sentence with the core concept front-loaded and no filler. It is slightly marred by an unbalanced trailing quotation mark, which makes the phrasing look sloppy but does not obscure meaning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple three-parameter, no-output-schema tool, the description covers the core idea but omits operational details an agent would want: the default row count, behavior on non-numeric or missing columns, and the shape of a returned row. Adequate but with clear gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 33% — only 'ascending' is documented. The description meaningfully compensates for the 'column' parameter by specifying it must be numeric, which the schema does not say. It adds nothing about 'limit', so the remaining gap is only partly covered.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names the resource (rows of the RMMCompare dataset) and the operation (return the highest or lowest by a numeric column), which is a recognizable top-N ranking query. It is distinguishable from dataset_stats or dataset_search, though it never uses an explicit verb like 'returns' or 'ranks'.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The quoted example 'which is the most/least X' implies the class of question this tool answers, which is useful context. However, there is no explicit when-not guidance and no sibling is named as an alternative for related needs such as filtering, aggregating, or full-text lookup.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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